Top 15 Apache Flink Alternative and Similar Softwares | Dec 2024

Flink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.

Flink includes several APIs for creating applications that use the Flink engine:

DataSet API for static data embedded in Java, Scala, and Python,
DataStream API for unbounded streams embedded in Java and Scala, and
Table API with a SQL-like expression language embedded in Java and Scala.
Flink also bundles libraries for domain-specific use cases:

1. Apache Spark

Apache Spark Apache Spark™ is a fast and general engine for large-scale data processing.SpeedRun programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.Spark has an advanced DAG execution engine that supports cyclic data flow and in-memory computing.......

2. HPCC Systems

HPCC Systems HPCC Systems offers an open source cluster computing platform used to solve Big Data problems. Its unique architecture and simple yet powerful data programming language (ECL) makes it a compelling solution to solve data intensive computing needs.The HPCC Systems architecture incorporates the Thor (Data Refinery) and Roxie (Query) clusters as......

3. Premonition Analytics

Premonition Analytics Premonition, helps organizations with lots of litigation find the best lawyers for specific cases. For Premonition CEO Toby Unwin, designing the Premonition big data system was very personal. “I had to deal with large amounts of litigation and realized I had no way to find out who the best attorneys......

4. Neural Designer

Neural Designer Neural Designer is a professional application for discovering complex relationships, recognizing unknown patterns or predicting actual trends from data sets. Neural Designer is the most advanced prediction software in terms of design, usability, performance and support.......

5. World Programming System (WPS)

World Programming System (WPS) The WPS industrial analytics platform is designed for data science and heavyweight data processing with the languages of SAS and R. Best known for its SAS language compiler, the WPS software includes advanced graphical user interfaces, robust, high-performance data processing and production-ready application frameworks.WPS software is versatile and is used......

6. Kaggle

Kaggle Kaggle is a platform for data-related competitions. The platform allows companies, researchers, government and other organizations to post their modeling problems and have data professionals and researchers compete to produce the best solutions. Kaggle offers data professionals and researchers the opportunity to test their skills, try their techniques on interesting......

7. Apache Mahout

Apache Mahout Apache Mahout is an Apache project to produce free implementations of distributed or otherwise scalable machine learning algorithms on the Hadoop platform. Mahout is a work in progress; the number of implemented algorithms has grown quickly, but there are still various algorithms missing.While Mahout's core algorithms for clustering, classification and......

8. Deep.BI

Deep.BI Deep.BI measures content consumption metrics to help publishers distribute content across platforms and grow audiences.Deep.BI collects all kinds of raw event data related to publishing - readers behavior and content performance and lets analyze this data in real-time.By collecting raw data publishers get unprecedented flexibility and can build their own......

9. To Wear With

To Wear With To Wear With is an online styling platform built around real-time shopping. To Wear With curates content from fashion bloggers around the world to show you looks that you can style and shop. Whether you’re an expecting mama-to-be or a #girlboss headed into the office – we have looks for......

10. Widestage

Widestage Lightweight Business Intelligence tool for reporting mongodb, postgresql, Mysql, & MS sql data. Widestage allow your users to create new reports and dashboards just dragging and dropping elements.Control your data access with a powerful semantic layer that empower your data governance, selecting who can explore your data, reports or dashboards.Generates......

11. Machine Learning Weekly

Machine Learning Weekly Machine Learning Weekly is a hand-curated newsletter about machine learning and deep learning, with a searchable online archive of past articles.......

12. BigML

BigML BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.......

13. GridGain In-Memory Data Fabric

GridGain In-Memory Data Fabric The GridGain In-Memory Data Fabric is a proven software solution, which enables high-performance transactions, real-time streaming and fast analytics in a single, comprehensive data access and processing layer. The In-Memory Data Fabric is designed to easily power both existing and new applications in a distributed, massively parallel architecture on affordable,......

14. Soley Studio

Soley Studio Soley GmbH develops agile and innovative software solutions for data analysis in engineering. With Soley Studio experts digitalize their knowledge, automate time-consuming processes and, thus, overcome existing complexity. At the push of a button, practicable workflows – from the consolidation of data, through data analysis to the visualization of the......

15. htm.java

htm.java htm.java - Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).......